Toucan Toco vs Cognite

Side-by-side comparison of AI visibility scores, market position, and capabilities

Cognite leads in AI visibility (73 vs 35)
Toucan Toco logo

Toucan Toco

EmergingModern Data Stack & Analytics Engineering

Embedded Analytics

Paris France embedded analytics platform raised €20M+; builds data story applications embedded inside business software for non-technical end users;

AI VisibilityBeta
Overall Score
D35
Category Rank
#131 of 161
AI Consensus
85%
Trend
stable
Per Platform
ChatGPT
38
Perplexity
32
Gemini
36

About

Toucan Toco is an embedded analytics platform founded in 2014 and headquartered in Paris, France. The company was founded by Charles Miglietti and Matthieu Beucher to help organizations embed data storytelling experiences inside their business applications, client portals, and digital products. Toucan Toco's design philosophy centers on making data understandable to non-technical end users through guided, narrative-style data presentations — "data stories" — rather than raw dashboards that require users to know what to look for and how to interpret metrics.\n\nToucan Toco raised over €20 million in funding from investors including Partech, Bpifrance, and XAnge. Its platform provides a white-label embedded analytics layer that ISVs, SaaS companies, and enterprises can integrate into their own products with full branding and customization. Toucan's no-code story builder allows non-technical teams to create interactive data stories by connecting to data sources, defining charts and KPIs, and adding narrative annotations and context — producing analytics applications that guide users through the data rather than leaving them to explore raw numbers. The platform is optimized for mobile and tablet consumption, recognizing that many business users interact with analytics on mobile devices.\n\nToucan Toco's embedded analytics positioning targets SaaS vendors that want to add analytics value to their product without building a BI engine from scratch, and enterprises that want to deliver data experiences to external customers or field teams who are not data professionals. The company's French roots, GDPR-compliant architecture, and European customer base make it a leading embedded analytics vendor in the European market alongside global competitors like Sigma Computing and Qlik.

Full profile
Cognite logo

Cognite

LeaderData & Analytics

Industrial DataOps & AI Platforms

Cognite is the leader in industrial DataOps and AI, exceeding $170M ARR in FY2025; raised $150M Series B in March 2026 and named IDC MarketScape Leader for Worldwide Industrial DataOps Platforms.

AI VisibilityBeta
Overall Score
B73
Category Rank
#20 of 161
AI Consensus
86%
Trend
stable
Per Platform
ChatGPT
69
Perplexity
70
Gemini
68

About

Cognite is a Norwegian industrial software company that provides an AI-native data platform purpose-built for asset-heavy industries such as energy, manufacturing, and utilities. Founded in 2016 as a spinout from Aker ASA, Cognite Data Fusion (CDF) integrates data from OT systems (SCADA, historians, sensors), IT systems (ERP, MES), and engineering data sources into a unified industrial knowledge graph that enables AI-driven decision-making at scale. The platform helps operators reduce unplanned downtime, optimize maintenance schedules, improve energy efficiency, and accelerate digital transformation across complex industrial assets.

Full profile

AI Visibility Head-to-Head

35
Overall Score
73
#131
Category Rank
#20
85
AI Consensus
86
stable
Trend
stable
38
ChatGPT
69
32
Perplexity
70
36
Gemini
68
37
Claude
69
38
Grok
74

Key Details

Category
Embedded Analytics
Industrial DataOps & AI Platforms
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Toucan Toco
Embedded Analytics

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.